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Volumn , Issue , 2012, Pages 1160-1163

Predicting temporal lobe volume on MRI from genotypes using L 1-L2 regularized regression

Author keywords

Elastic net; Imaging Genetics; MRI; Neuroimaging; Prediction

Indexed keywords

GENES; MAGNETIC RESONANCE IMAGING; NEURODEGENERATIVE DISEASES; NEUROIMAGING; REGRESSION ANALYSIS;

EID: 84864857129     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2012.6235766     Document Type: Conference Paper
Times cited : (28)

References (19)
  • 2
    • 84855728733 scopus 로고    scopus 로고
    • Multilocus genetic analysis of brain images
    • D.P. Hibar, et al., "Multilocus Genetic Analysis of Brain Images," Front. Genet. 2(73), pii:00011, 2011.
    • (2011) Front. Genet. , vol.2 , Issue.73 , pp. 00011
    • Hibar, D.P.1
  • 3
    • 79957532269 scopus 로고    scopus 로고
    • Voxelwise gene-wide association study (vGeneWAS): Multivariate gene-based association testing in 731 elderly subjects
    • D.P. Hibar et al., "Voxelwise gene-wide association study (vGeneWAS): multivariate gene-based association testing in 731 elderly subjects," Neurolmage 56:1875-1891,2011.
    • (2011) Neurolmage , vol.56 , pp. 1875-1891
    • Hibar, D.P.1
  • 4
    • 77956215911 scopus 로고    scopus 로고
    • Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach
    • M. Vounou et al., "Discovering genetic associations with high-dimensional neuroimaging phenotypes: a sparse reduced-rank regression approach," Neurolmage 53:1174-1159, 2010.
    • (2010) Neurolmage , vol.53 , pp. 1174-1159
    • Vounou, M.1
  • 5
    • 58149359426 scopus 로고    scopus 로고
    • Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA
    • J. Liu et al., "Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA," Hum. BrainMapp. 30:241-255, 2009.
    • (2009) Hum. BrainMapp. , vol.30 , pp. 241-255
    • Liu, J.1
  • 6
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • H. Zou and T. Hastie, "Regularization and variable selection via the elastic net," JRoyalStat. Soc. B 67:301-320,2005.
    • (2005) JRoyalStat. Soc. B , vol.67 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 7
    • 77955639976 scopus 로고    scopus 로고
    • Joint identification of multiple genetic variants via elastic-net variable selection in a genome-wide association analysis
    • S. Cho et al., "Joint Identification of Multiple Genetic Variants via Elastic-Net Variable Selection in a Genome-Wide Association Analysis," Ann. Hum. Genet. 74:416-428, 2010.
    • (2010) Ann. Hum. Genet. , vol.74 , pp. 416-428
    • Cho, S.1
  • 8
    • 71249123715 scopus 로고    scopus 로고
    • Elastic-net regularization approaches for genome-wide association studies of rheumatoid arthritis
    • S. Cho et al., "Elastic-net regularization approaches for genome-wide association studies of rheumatoid arthritis," BMCProc. 3(Suppl 7):S25, 2009.
    • (2009) BMCProc. , vol.3 , Issue.SUPPL. 7
    • Cho, S.1
  • 9
    • 79952704626 scopus 로고    scopus 로고
    • Penalized least squares regression methods and applications to neuroimaging
    • F. Bunea et al., "Penalized least squares regression methods and applications to neuroimaging," Neurolmage 55:1519-1527, 2011.
    • (2011) Neurolmage , vol.55 , pp. 1519-1527
    • Bunea, F.1
  • 10
    • 82255183616 scopus 로고    scopus 로고
    • Hippocampal surface mapping of genetic risk factors in AD via sparse learning models
    • J. Wan et al., "Hippocampal surface mapping of genetic risk factors in AD via sparse learning models," MICCAI 14:376-383,2011.
    • (2011) MICCAI , vol.14 , pp. 376-383
    • Wan, J.1
  • 11
    • 80053507390 scopus 로고    scopus 로고
    • Identifying neuroimaging and proteomic biomarkers for MCI and AD via the elastic net
    • L. Shen et al., "Identifying Neuroimaging and Proteomic Biomarkers for MCI and AD via the Elastic Net," Lect. Notes Comput. Sci. 7012:27-34, 2011.
    • (2011) Lect. Notes Comput. Sci. , vol.7012 , pp. 27-34
    • Shen, L.1
  • 12
    • 42649102966 scopus 로고    scopus 로고
    • 3D characterization of brain atrophy in Alzheimer's disease and mild cognitive impairment using tensor-based morphometry
    • X. Hua et al., "3D characterization of brain atrophy in Alzheimer's disease and mild cognitive impairment using tensor-based morphometry," Neurolmage 41:19-34, 2008.
    • (2008) Neurolmage , vol.41 , pp. 19-34
    • Hua, X.1
  • 13
    • 77954021537 scopus 로고    scopus 로고
    • Alzheimer's Disease Neuroimaging Initiative biomarkers as quantitative phenotypes: Genetics core aims progress and plans
    • A.J. Saykin et al., "Alzheimer's Disease Neuroimaging Initiative biomarkers as quantitative phenotypes: Genetics core aims progress and plans," Alz. Dement. 6(3):265-273, 2010.
    • (2010) Alz. Dement. , vol.6 , Issue.3 , pp. 265-273
    • Saykin, A.J.1
  • 14
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • J. Friedman et al., "Regularization paths for generalized linear models via coordinate descent," J. Stat. Software 33:1-22, 2010.
    • (2010) J. Stat. Software , vol.33 , pp. 1-22
    • Friedman, J.1
  • 15
    • 34548775692 scopus 로고    scopus 로고
    • Enhanced signal detection in neuroimaging by means of regional control of the global false discovery rate
    • D.R. Langers, "Enhanced signal detection in neuroimaging by means of regional control of the global false discovery rate," Neurolmage 38:43-56, 2007.
    • (2007) Neurolmage , vol.38 , pp. 43-56
    • Langers, D.R.1
  • 16
    • 77952104240 scopus 로고    scopus 로고
    • Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease
    • J.L. Stein et al., "Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease," Neurolmage 51:542-554,2010.
    • (2010) Neurolmage , vol.51 , pp. 542-554
    • Stein, J.L.1
  • 17
    • 35148885611 scopus 로고    scopus 로고
    • Cytogenetic and molecular characterization of A2BP1/FOX1 as a candidate gene for autism
    • C.L. Martin et al., "Cytogenetic and molecular characterization of A2BP1/FOX1 as a candidate gene for autism," Am. J. Med. Genet. B Neuropsychiatr. Genet. 144:869-876, 2007.
    • (2007) Am. J. Med. Genet. B Neuropsychiatr. Genet. , vol.144 , pp. 869-876
    • Martin, C.L.1
  • 18
    • 79959726422 scopus 로고    scopus 로고
    • The splicing regulator RBFOX1 (A2BP1) controls neuronal excitation in the mammalian brain
    • L.T. Gehman et al., "The splicing regulator RBFOX1 (A2BP1) controls neuronal excitation in the mammalian brain," Nat. Genet. 43:706-711,2011.
    • (2011) Nat. Genet. , vol.43 , pp. 706-711
    • Gehman, L.T.1
  • 19
    • 84856108049 scopus 로고    scopus 로고
    • Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease
    • M. Vounou et al., "Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease," Neurolmage 60(1):700-716, 2011.
    • (2011) Neurolmage , vol.60 , Issue.1 , pp. 700-716
    • Vounou, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.